Connect
8 clients · secrets stay placeholdersQuality 79 / 100good
protocol75 · weight 25
- warn
protocol.modernnewest supported version is 2024-11-05; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a
protocol.statelessonly applies to 2026-07-28 servers
- pass
protocol.transportstreamable HTTP
- n/a
protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
- n/a
auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
- n/a
auth.secret_in_urlno templated URL
tool hygiene71 · weight 30
- pass
tools.descriptionsevery tool has a description
- pass
tools.description_lengthdescriptions are concise
- pass
tools.schemasevery tool has an object input schema
- fail
tools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
- fail
tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: get_model_lifecycle_all (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); model_lifecycle (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); is_model_live (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
- pass
tools.token_costabout 306 tokens to load every tool
- pass
tools.api_dumptools are not a one-to-one API dump
dependenciesn/a · weight 15
4 tools, about 306 tokens to load them all · tool set febc06685969 · checked 2026-10-20 21:18 UTC
Tool changes
No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.
Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.
Trust 94 / 100
+repository +namespace-matches-repo +website +reachable +uptime-97% ~updated-32d-ago
Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.
More from io.github.oscarlopez-gif
Official server.json
{
"name": "io.github.oscarlopez-gif/ai-model-lifecycle-index",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-07-09/server.schema.json",
"remotes": [
{
"url": "https://lifecycle.oscar-lopez.com/mcp",
"type": "streamable-http"
}
],
"version": "0.1.0",
"repository": {
"url": "https://github.com/oscarlopez-gif/ai-model-lifecycle-index",
"source": "github"
},
"websiteUrl": "https://data.oscar-lopez.com/model-lifecycle",
"description": "Cross-vendor AI model lifecycle: status, sunset dates, and migration targets, source-cited."
}